diff --git a/prompt_compression/headroom-proxy/Dockerfile b/prompt_compression/headroom-proxy/Dockerfile
index b2a47d06ecc..9593e9ad787 100644
--- a/prompt_compression/headroom-proxy/Dockerfile
+++ b/prompt_compression/headroom-proxy/Dockerfile
@@ -1,29 +1,8 @@
-FROM python:3.12-slim-bookworm AS builder
-
-RUN apt-get update \
-    && apt-get install -y --no-install-recommends build-essential curl \
-    && rm -rf /var/lib/apt/lists/*
-
-# Download rustup-init and verify its checksum using the official sidecar.
-# Pinned to rustup 1.28.1 on x86_64 linux.
-RUN curl -Lo /tmp/rustup-init \
-      https://static.rust-lang.org/rustup/archive/1.28.1/x86_64-unknown-linux-gnu/rustup-init \
-    && curl -Lo /tmp/rustup-init.sha256 \
-      https://static.rust-lang.org/rustup/archive/1.28.1/x86_64-unknown-linux-gnu/rustup-init.sha256 \
-    && cd /tmp && sha256sum --check rustup-init.sha256 \
-    && chmod +x /tmp/rustup-init \
-    && /tmp/rustup-init -y --profile minimal --default-toolchain 1.87.0 --no-modify-path \
-    && rm /tmp/rustup-init /tmp/rustup-init.sha256
-
-ENV PATH="/root/.cargo/bin:${PATH}"
+FROM python:3.12-slim-bookworm
 
 RUN pip install --no-cache-dir "headroom-ai[proxy]==0.27.0"
 
-
-FROM python:3.12-slim-bookworm
-
-COPY --from=builder /usr/local/lib/python3.12/site-packages /usr/local/lib/python3.12/site-packages
-COPY --from=builder /usr/local/bin/headroom /usr/local/bin/headroom
+RUN python -c "from headroom.proxy.server import run_server; print('import ok')"
 
 EXPOSE 8787